| Temporal-Clustering Invariance in Irregular Healthcare Time Series | Apr 27, 2019 | ClusteringData Augmentation | —Unverified | 0 |
| Discovering Common Change-Point Patterns in Functional Connectivity Across Subjects | Apr 26, 2019 | Functional ConnectivityTime Series | —Unverified | 0 |
| Time Series Simulation by Conditional Generative Adversarial Net | Apr 25, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Predicting Student Performance in an Educational Game Using a Hidden Markov Model | Apr 24, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Wearable-based Parkinson's Disease Severity Monitoring using Deep Learning | Apr 24, 2019 | Deep LearningGeneral Classification | —Unverified | 0 |
| Community Detection and Growth Potential Prediction from Patent Citation Networks | Apr 23, 2019 | ClusteringCommunity Detection | —Unverified | 0 |
| Identifying cross country skiing techniques using power meters in ski poles | Apr 23, 2019 | BIG-bench Machine LearningTime Series | CodeCode Available | 0 |
| Investigating the impact of autocorrelation on time-varying connectivity | Apr 22, 2019 | Functional ConnectivityState Estimation | —Unverified | 0 |
| Linear Multiple Low-Rank Kernel Based Stationary Gaussian Processes Regression for Time Series | Apr 21, 2019 | Gaussian Processesregression | —Unverified | 0 |
| DeepMoD: Deep learning for Model Discovery in noisy data | Apr 20, 2019 | Deep LearningModel Discovery | CodeCode Available | 1 |
| Random Fragments Classification of Microbial Marker Clades with Multi-class SVM and N-Best Algorithm | Apr 19, 2019 | General ClassificationTime Series | —Unverified | 0 |
| Transfer Entropy: where Shannon meets Turing | Apr 19, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| tsmp: An R Package for Time Series with Matrix Profile | Apr 18, 2019 | ArticlesSemantic Segmentation | —Unverified | 0 |
| Explaining Deep Classification of Time-Series Data with Learned Prototypes | Apr 18, 2019 | ClassificationDecision Making | CodeCode Available | 0 |
| Human Motion Prediction via Pattern Completion in Latent Representation Space | Apr 18, 2019 | Action ClassificationGeneral Classification | —Unverified | 0 |
| One-dimensional Deep Image Prior for Time Series Inverse Problems | Apr 18, 2019 | compressed sensingDenoising | —Unverified | 0 |
| Forecasting Drought Using Multilayer Perceptron Artificial Neural Network Model | Apr 17, 2019 | Decision MakingManagement | —Unverified | 0 |
| Forecasting with time series imaging | Apr 17, 2019 | Model SelectionTime Series | CodeCode Available | 1 |
| Forecasting Weakly Correlated Time Series in Tasks of Electronic Commerce | Apr 16, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| DSTP-RNN: a dual-stage two-phase attention-based recurrent neural networks for long-term and multivariate time series prediction | Apr 16, 2019 | PredictionTime Series | —Unverified | 0 |
| Estimation of Cross-Sectional Dependence in Large Panels | Apr 15, 2019 | Dimensionality ReductionTime Series | —Unverified | 0 |
| Automatic Model Building in GEFCom 2017 Qualifying Match | Apr 12, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Remaining Useful Life Estimation Using Functional Data Analysis | Apr 12, 2019 | ManagementTime Series | —Unverified | 0 |
| Fractal Time Series Analysis of Social Network Activities | Apr 10, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Local Polynomial Estimation of Time-Varying Parameters in Nonlinear Models | Apr 10, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
